I enjoyed reading the lead article in the latest issue of Empirical Economics, by Helmut Lütkepohl and Fang Xu. It assesses the quality of forecasts obtained from an ARIMA model that is estimated using the levels of the data in question, as opposed to forecasts that are generated from a model estimated from the logarithms of the data.